| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - unsloth/gemma-2b-it-bnb-4bit | |
| - google/gemma-2b-it | |
| # Gemma-2b-ties | |
| Gemma-2b-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
| * [unsloth/gemma-2b-it-bnb-4bit](https://huggingface.co./unsloth/gemma-2b-it-bnb-4bit) | |
| * [google/gemma-2b-it](https://huggingface.co./google/gemma-2b-it) | |
| ## 🧩 Configuration | |
| \```yaml | |
| models: | |
| - model: unsloth/gemma-2b-it-bnb-4bit | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 | |
| - model: google/gemma-2b-it | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 # weight gradient | |
| merge_method: ties | |
| base_model: unsloth/gemma-2b-it-bnb-4bit | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| \``` |